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人工智能驱动的冠状动脉疾病诊断从SPECT心肌输液成像:一个全面的深度学习研究

Ghasem Hajianfar1, Omid Gharibi2,3, Maziar Sabouri2,3

  • 1Division of Nuclear Medicine and Molecular Imaging, Geneva University Hospital, Geneva 4, CH-1211, Switzerland.

European journal of nuclear medicine and molecular imaging
|February 20, 2025
PubMed
概括

深度学习模型在通过心肌输液成像 (MPI) SPECT扫描诊断冠状动脉疾病 (CAD) 中显示出前景,达到接近专家水平的准确性. 先进的培训策略和数据增强提高了CAD评估的诊断性能.

关键词:
冠状动脉疾病是一种冠状动脉疾病.深度学习是一种深度学习.阻塞性CAD是指阻塞性的CAD.这就是SPECT-MPI.

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